Naoya Takeishi

Simulation-Efficient Cosmological Inference with Multi-Fidelity SBI

2025 · arXiv (Cornell University)

The simulation cost for cosmological simulation-based inference can be decreased by combining simulation sets of varying fidelity. We propose an approach to such multi-fidelity inference based on feature matching and knowledge distillation. Our method results …